{"id":"W4401650023","doi":"10.1186/s12885-024-12768-8","title":"Proportion of early-stage breast cancer at diagnosis in Ethiopia: a systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"BMC Cancer","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Madda Walabu University","keywords":"Surgical oncology; Breast cancer; Medicine; Stage (stratigraphy); Meta-analysis; Oncology; Internal medicine; Gynecology; Cancer; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015253,0.002436689,0.01569297,0.008744115,0.0007509391,0.003592071,0.002000136,0.002102799,0.003265492],"category_scores_gemma":[0.03076993,0.001418191,0.03722993,0.008069427,0.0005633762,0.001808435,0.001494832,0.001714903,0.0002318882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002852895,"about_ca_system_score_gemma":0.004634152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00873653,"about_ca_topic_score_gemma":0.01869231,"domain_scores_codex":[0.9898376,0.004572619,0.003019022,0.001074598,0.001111551,0.0003845428],"domain_scores_gemma":[0.976721,0.01774249,0.003010741,0.0005104549,0.001751212,0.0002641133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001609816,0.00003775781,0.008222613,0.4544394,0.5231466,0.0002098425,0.0001192232,0.0004694366,0.0001792966,0.0001304271,0.0006175234,0.01081799],"study_design_scores_gemma":[0.0003303174,0.0001706249,0.006811735,0.039791,0.9504257,0.0001832654,0.00008050034,0.0001659302,0.0001228214,0.0001471333,0.0017452,0.00002594439],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005189009,0.9930122,0.0003746382,0.0001677419,0.0001080081,0.0002356096,0.0006864085,0.00001353529,0.0002129292],"genre_scores_gemma":[0.1778092,0.8165354,0.002058604,0.0007998883,0.0002218206,0.001125801,0.001090421,0.00002483807,0.0003341069],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01569297,"threshold_uncertainty_score":0.08066648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2779610204328604,"score_gpt":0.464543207689307,"score_spread":0.1865821872564465,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}